Gensim started off as a collection of various Python scripts for the Czech Digital Mathematics Library dml.cz in 2008,
where it served to generate a short list of the most similar articles to a given article (gensim = “generate similar”).
I also wanted to try these fancy “Latent Semantic Methods”, but the libraries that
realized the necessary computation were not much fun to work with.

Naturally, I set out to reinvent the wheel. Our 2010 LREC publication
describes the initial design decisions behind gensim (clarity, efficiency and scalability)
and is fairly representative of how gensim works even today.

Later versions of gensim improved this efficiency and scalability tremendously. In fact,
I made algorithmic scalability of distributional semantics the topic of my PhD thesis.

By now, gensim is—to my knowledge—the most robust, efficient and hassle-free piece
of software to realize unsupervised semantic modelling from plain text. It stands
in contrast to brittle homework-assignment-implementations that do not scale on one hand,
and robust java-esque projects that take forever just to run “hello world”.

In 2011, I started using Github for source code hosting
and the gensim website moved to its present domain. In 2013, gensim got its current logo and website design.

Gensim is licensed under the OSI-approved GNU LGPL license.
This means that it’s free for both personal and commercial use, but if you make any
modification to gensim that you distribute to other people, you have to disclose
the source code of these modifications.

Apart from that, you are free to redistribute gensim in any way you like, though you’re
not allowed to modify its license (doh!).

My intent here is, of course, to get more help and community involvement with the development of gensim.
The legalese is therefore less important to me than your input and contributions.
Contact me if LGPL doesn’t fit your bill but you’d still like to use gensim – we’ll work something out.

See also

I also host a document similarity package gensim.simserver. This is a high-level
interface to gensim functionality, and offers transactional remote (web-based)
document similarity queries and indexing. It uses gensim to do the heavy lifting:
you don’t need the simserver to use gensim, but you do need gensim to use the simserver.
Note that unlike gensim, gensim.simserver is licensed under Affero GPL,
which is much more restrictive for inclusion in commercial projects.

Credit goes to all the people who contributed to gensim, be it in discussions,
ideas, code contributions or bug reports.
It’s really useful and motivating to get feedback, in any shape or form, so big thanks to you all!